首页> 外文会议>ASME/JSME/KSME Joint Fluids Engineering Conference;AJK2011 >OPTIMAL DESIGN OF MIXED-FLOW PUMP IMPELLER BASED ON DIRECT INVERSE PROBLEM ITERATION AND GENETIC ALGORITHM
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OPTIMAL DESIGN OF MIXED-FLOW PUMP IMPELLER BASED ON DIRECT INVERSE PROBLEM ITERATION AND GENETIC ALGORITHM

机译:基于直接逆问题迭代和遗传算法的混流泵叶轮优化设计

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Based on the continuity and motion equations of fluid, the direct problem is settled by using iterative calculation for two kinds of stream surfaces to obtain the flow field of the mixed-flow pump impeller. The inverse problem of the mixed-flow pump impeller is solved by employing point-by-point integration method to draw the blade shape, thickening the blade and smoothing the leading edge of the blade by conformal mapping. The meridional velocity will not be determined until the iterative calculation of direct and inverse problems is converged. Based on the meridional velocity field, the impeller performance is predicted with loss models. Then an optimal design model of the mixed-flow pump impeller is developed. This model, which applies genetic algorithm, takes the highest efficiency and the velocity moment distribution as the optimum objective and the optimum parameter, respectively. The obtained velocity moment distribution is then used in the next iterative calculation of direct and inverse problems. The impeller will not be finally determined until the difference between the velocity moment distributions, which are obtained from two consecutive iterative calculations, can meet the set requirements. Based on SIMPLEC algorithm, the three-dimensional turbulent flow field of the mixed-flow pump impeller is obtained by solving the Reynolds averaged Navier-Stokes equation and RNG k-s turbulent model equation. The simulation results show that the impeller designed by this method has higher hydraulic efficiency, the pressure distribution is well uniform and the flow is steady without separation. The characteristic of this method is to determine blade shape by satisfying both the continuity and motion equations of fluid, so it can lead to high accuracy of impeller design. Meanwhile, the blade has the smooth surface and the complete data, which is convenient for blade manufacturing with numerical control machines.
机译:基于流体的连续性和运动方程,通过迭代计算两种流面来解决直接问题,以获得混流泵叶轮的流场。通过采用点对点积分法绘制叶片形状,加厚叶片并通过保角映射使叶片的前缘平滑化,解决了混流泵叶轮的反问题。在收敛直接和反问题的迭代计算之前,子午速度将无法确定。基于子午速度场,用损失模型预测叶轮性能。然后建立了混流泵叶轮的优化设计模型。该模型采用遗传算法,分别以最高效率和速度矩分布为最优目标和最优参数。然后,将获得的速度矩分布用于直接和反问题的下一次迭代计算中。只有通过两次连续的迭代计算获得的速度矩分布之间的差异满足设定的要求后,才能最终确定叶轮。基于SIMPLEC算法,通过求解雷诺平均Navier-Stokes方程和RNG k-s湍流模型方程,得到了混流泵叶轮的三维湍流场。仿真结果表明,该方法设计的叶轮具有较高的水力效率,压力分布均匀,流量稳定,不分离。该方法的特点是通过满足流体的连续性和运动方程来确定叶片形状,因此可以提高叶轮设计的精度。同时,叶片表面光滑,数据完整,便于数控机床叶片制造。

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